半湿润寒温带气候下三江平原旱作玉米生产对根区土壤水分、气温和短波辐射的敏感性

Mingxue Meng , Xiao Pu , Siqi Li , Yuhu Zhang , Jian Wang , Huan Xu , Yanjia Hu , Junjie Wang , Yifan Wang
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引用次数: 0

摘要

雨养玉米(Zea mays L.)的发育对环境条件的波动很敏感,但这种敏感性是否在不同的生长阶段有所不同仍不清楚。基于连续观测的5年数据集,研究了在亚湿润-冷温带气候条件下,东北三江平原四个生长阶段雨养玉米的生物量和产量对根区土壤水分、气温和短波辐射的敏感性。采用多元线性回归模型建立了生物量与产量和显著解释变量之间的函数关系。蒙特卡罗模拟用于测试生物量和产量对单个显著解释变量的扰动或多个显著解释变量共同扰动的敏感性。结果表明,根区土壤水分在玉米生长期的大部分时间里都优先于气温和短波辐射,影响了雨养玉米的发育。生物量生产对根区土壤水分最为敏感,根区土壤水在营养早期和后期具有70–100%的正方差贡献,在生殖早期具有−99.4%的负方差贡献。在繁殖早期,产量生产对根区土壤水分也很敏感,具有100%的正方差贡献。在繁殖后期,生物量和产量对气温最为敏感,气温的正方差贡献为97.7–100%。在营养后期,短波辐射对生物量的产生有−28.6%的负贡献。本研究结果表明,雨养玉米在不同生长阶段对生物量积累大、产量高的最敏感因素应引起更多的关注。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sensitivities of rainfed maize production to root zone soil water, air temperature and shortwave radiation in the Sanjiang Plain under sub-humid cool-temperate climates

Development of rainfed maize (Zea mays L.) is sensitive to fluctuations of environmental conditions, while whether the sensitivity varies across the growth stages is still unclear. Based on a 5-year dataset collected from consecutive observations, this study examined the sensitivities of biomass and yield production of rainfed maize to root zone soil water, air temperature and shortwave radiation at four growth stages in the Sanjiang Plain of Northeastern China under sub-humid cool-temperate climates. The multiple linear regression model was employed to establish functional relations between biomass and yield production and significant explanatory variables. A Monte-Carlo simulation was used to test sensitivities of biomass and yield production to perturbation of a single significant explanatory variable or co-perturbation of multiple significant explanatory variables. Results showed that root zone soil water prevailed over air temperature and shortwave radiation in affecting rainfed maize development for the most time of the growing period. Biomass production was most sensitive to root zone soil water which had positive variance contributions of 70 – 100% at the early and late vegetative stages and a negative variance contribution of −99.4% at the early reproductive stage. Yield production was also sensitive to root zone soil water at the early reproductive stage with a 100% positive variance contribution. Biomass and yield production were most sensitive to air temperature at the late reproductive stage and the positive variance contributions of air temperature were 97.7 – 100%. Shortwave radiation negatively contributed to biomass production by −28.6% at the late vegetative stage. The findings of this study suggest that more attention could be paid to the most sensitive factor at different growth stages of rainfed maize for great biomass accumulation and high grain yield.

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